PySpark Contract Job Trends in Norfolk

PySpark - Spark Python API
East of England > Norfolk

The table below provides summary statistics and contractor rates for jobs advertised in Norfolk requiring PySpark skills. It covers contract job vacancies from the 6 months leading up to 10 June 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Jun 2026
Same period 2025 Same period 2024
Rank 33 - -
Rank change year-on-year - - -
Contract jobs citing PySpark 2 0 0
As % of all contract jobs in Norfolk 0.90% - -
As % of the Libraries, Frameworks & Software Standards category 15.38% - -
Number of daily rates quoted 2 0 0
10th Percentile £418 - -
25th Percentile £425 - -
Median daily rate (50th Percentile) £450 - -
75th Percentile £475 - -
90th Percentile £483 - -
East of England median daily rate £450 £318 -
% change year-on-year +41.51% - -

All Software Libraries and Frameworks
Norfolk

PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Norfolk.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 13 10 9
As % of all contract IT jobs advertised in Norfolk 5.83% 22.73% 15.79%
Number of daily rates quoted 4 7 6
10th Percentile - £375 £204
25th Percentile £413 - £247
Median daily rate (50th Percentile) £450 £450 £438
Median % change year-on-year - +2.86% +25.00%
75th Percentile £509 - £528
90th Percentile £549 £510 £544
East of England median daily rate £538 £490 £498
% change year-on-year +9.69% -1.51% -4.33%
Number of hourly rates quoted 0 0 1
10th Percentile - - -
25th Percentile - - £22.75
Median hourly rate - - £24.50
75th Percentile - - £26.25
90th Percentile - - -
East of England median hourly rate £65.00 £70.00 £43.00
% change year-on-year -7.14% +62.79% -21.82%

PySpark
Job Vacancy Trend in Norfolk

Historical trend showing the proportion of contract IT job postings citing PySpark relative to all contract IT jobs advertised in Norfolk.

PySpark job vacancy trend in Norfolk

PySpark
Contract Job Locations in Norfolk

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PySpark within the Norfolk region over the 6 months to 10 June 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Norwich - 2 £450 -
PySpark
East of England

PySpark
Co-Occurring Skills & Capabilities in Norfolk by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 2 (100.00%) AWS
2 1 (50.00%) Amazon S3
2 1 (50.00%) AWS CodePipeline
2 1 (50.00%) dbt
2 1 (50.00%) GitHub
Database & Business Intelligence
1 2 (100.00%) SQL Server
2 1 (50.00%) Amazon Athena
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) Data Warehouse
2 1 (50.00%) Metadata
Development Applications
1 1 (50.00%) Git
Job Titles
1 2 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) JSON
1 1 (50.00%) REST
Miscellaneous
1 1 (50.00%) Onboarding
1 1 (50.00%) Reference Data
Processes & Methodologies
1 2 (100.00%) Change Data Capture
1 2 (100.00%) ETL
2 1 (50.00%) CI/CD
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Design Patterns
2 1 (50.00%) Design Thinking
2 1 (50.00%) Event-Driven
2 1 (50.00%) Impact Analysis
2 1 (50.00%) Sprint Planning
2 1 (50.00%) Validation
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) SQL
Qualifications
1 1 (50.00%) Security Cleared
Quality Assurance & Compliance
1 1 (50.00%) Data Quality